Coder vs Kaggle Notebooks
Coder
coder.com
Kaggle Notebooks
kaggle.comSide by side
| Figure | Coder | Kaggle Notebooks |
|---|---|---|
| Price from | Free | Free |
| Free plan | Yes | Yes |
| Free trial | Yes | — |
| Open source | Yes | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 3 | 2 |
| Spec score · Coding Playgrounds | 9.0 (#11) | 8.7 (#20) |
| Documentation depth | The documentation is organized into installation, user guides, administration, tutorials and reference sections, including a large REST API reference. | Official documentation covers notebooks, packages, GPU usage, TPU usage, models, API access, benchmarks, scheduling, and Jupyter Server connections. |
| Free plan | Yes | Yes |
| Integrations | Coder lists integrations including Backstage, VS Code, JetBrains, Cursor, Kiro, Devin Desktop and Dev Containers. | Kaggle Notebooks integrates with Google Cloud Storage, BigQuery, and AutoML through the editor’s Google Cloud Services add-on. |
| Rating on G2 | 4.3 out of 5 from 207 reviews | 4.7 out of 5 from 34 reviews |
| What it does | Coder is a self-hosted platform for cloud development environments and AI coding agents running on infrastructure controlled by the customer. | Kaggle Notebooks is a cloud environment for reproducible, collaborative machine-learning and data-analysis code. |
Plans
In their own words
Coder
Coder is a self-hosted platform for AI coding agents and cloud development environments running on infrastructure controlled by the customer. Workspaces are defined with Terraform and connect through a secure WireGuard tunnel. Developers can access them through VS Code, JetBrains, Cursor, a web terminal, remote desktop or SSH. Idle workspaces can stop automatically and restart when needed. Coder Agents lets developers delegate development work and research through chat or an API, provisioning a workspace to carry out tasks. Supported model providers include Anthropic, OpenAI, Google, Bedrock and self-hosted endpoints. The agent loop runs in Coder’s control plane, keeping LLM credentials out of workspaces. Coder documents integrations with GitHub, GitLab, Bitbucket and JFrog Artifactory. The Community plan costs nothing and includes unlimited self-hosted workspaces, one platform integration and up to five active agents. Community support is through GitHub and Discord. The CLI is available for Linux, macOS and Windows, alongside API, web and self-hosted platforms.
Kaggle Notebooks
Kaggle Notebooks has no write-up on Specifiction yet; its figures are above.